(4) Experimental analysis with respect to the anomaly type: a detailed experimental evaluation with respect to the type of anomaly is missing in the state-of-the-art. Significant efforts have been dedicated to rigorously defining the different possible types of outliers in time-series[1]}, [2]}. However, no concrete experimental analysis has been carried out in that direction.
